Title
An Empirical Study of Scaling Law for OCR Miao Rang Zhenni Bi Chuanjian Liu Yunhe Wang Kai Han 344 12 0 29 Dec 2023
IPAD: Iterative, Parallel, and Diffusion-based Network for Scene Text Recognition Xiaomeng Yang Zhi Qiao Yu Zhou DiffM 349 7 0 19 Dec 2023
Cross-Lingual Learning in Multilingual Scene Text Recognition Jeonghun Baek Yusuke Matsui Kiyoharu Aizawa 162 1 0 17 Dec 2023
Scene Text Image Super-resolution based on Text-conditional Diffusion Models Chihiro Noguchi Shun Fukuda Masao Yamanaka DiffM 192 21 0 16 Nov 2023
Reading Between the Mud: A Challenging Motorcycle Racer Number Dataset Jacob Tyo Youngseog Chung Motolani Olarinre Zachary Chase Lipton 120 0 0 14 Nov 2023
Exploring OCR Capabilities of GPT-4V(ision) : A Quantitative and In-depth Evaluation Yongxin Shi Dezhi Peng Wenhui Liao Zening Lin Xinhong Chen Chongyu Liu Yuyi Zhang Lianwen Jin MLLM 339 52 0 25 Oct 2023
Harnessing the Power of Multi-Lingual Datasets for Pre-training: Towards Enhancing Text Spotting PerformanceIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Alloy Das Sanket Biswas Ayan Banerjee Josep Lladós Umapada Pal Saumik Bhattacharya 278 4 0 02 Oct 2023
Orientation-Independent Chinese Text Recognition in Scene ImagesInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Haiyang Yu Xiaocong Wang Bin Li Xiangyang Xue 191 7 0 03 Sep 2023
Deformation Robust Text Spotting with Geometric PriorInternational Conference on Information Photonics (ICIP), 2023 Xixuan Hao Aozhong Zhang Xianze Meng Bin Fu 276 0 0 31 Aug 2023
DTrOCR: Decoder-only Transformer for Optical Character RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Masato Fujitake 376 52 0 30 Aug 2023
ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in TransformerIEEE International Conference on Computer Vision (ICCV), 2023 Mingxin Huang Jiaxin Zhang Dezhi Peng Hao Lu Can Huang Yuliang Liu Xiang Bai Lianwen Jin 214 37 0 20 Aug 2023
Multi-Granularity Prediction with Learnable Fusion for Scene Text Recognition Cheng Da Peng Wang Cong Yao 226 9 0 25 Jul 2023
Revisiting Scene Text Recognition: A Data PerspectiveIEEE International Conference on Computer Vision (ICCV), 2023 Qing-Yuan Jiang Jiapeng Wang Dezhi Peng Chongyu Liu Lianwen Jin 277 55 0 17 Jul 2023
ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM PretrainingAAAI Conference on Artificial Intelligence (AAAI), 2023 Dezhi Peng Chongyu Liu Yuliang Liu Lianwen Jin DiffM 173 18 0 21 Jun 2023
Looking and Listening: Audio Guided Text Recognition Wenwen Yu Mingyu Liu Biao Yang Enming Zhang Deqiang Jiang Xing Sun Yuliang Liu Xiang Bai DiffM 131 1 0 06 Jun 2023
TextFormer: A Query-based End-to-End Text Spotter with Mixed SupervisionMachine Intelligence Research (MIR), 2023 Yukun Zhai Xiaoqiang Zhang Xiameng Qin Sanyuan Zhao Xingping Dong Jianbing Shen 241 6 0 06 Jun 2023
DeepSolo++: Let Transformer Decoder with Explicit Points Solo for Multilingual Text Spotting Maoyuan Ye Jing Zhang Shanshan Zhao Juhua Liu Tongliang Liu Bo Du Dacheng Tao 141 5 0 31 May 2023
Perception and Semantic Aware Regularization for Sequential Confidence CalibrationComputer Vision and Pattern Recognition (CVPR), 2023 Zhenghua Peng Yuanmao Luo Tianshui Chen Keke Xu Shuangping Huang AI4TS 225 3 0 31 May 2023
CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language ModelIEEE Transactions on Image Processing (IEEE TIP), 2023 Shuai Zhao Xiaohan Wang Linchao Zhu Yezhou Yang CLIP VLM 331 42 0 23 May 2023
DiffUTE: Universal Text Editing Diffusion ModelNeural Information Processing Systems (NeurIPS), 2023 Haoxing Chen Zhuoer Xu Zhangxuan Gu Jun Lan Xing Zheng Yaohui Li Changhua Meng Huijia Zhu Weiqiang Wang DiffM 241 45 0 18 May 2023
On the Hidden Mystery of OCR in Large Multimodal ModelsScience China Information Sciences (Sci China Inf Sci), 2023 Yuliang Liu Zhang Li Mingxin Huang Chunyuan Li Dezhi Peng Mingyu Liu Lianwen Jin Xiang Bai VLM MLLM 317 246 0 13 May 2023
ICDAR 2023 Competition on Reading the Seal TitleIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 Wenwen Yu Mingyu Liu Mingrui Chen Ning Lu Yinlong Wen Yuliang Liu Dimosthenis Karatzas Xiang Bai VLM 130 4 0 24 Apr 2023
Diffusion in the Dark: A Diffusion Model for Low-Light Text RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Cindy M. Nguyen E. R. Chan Alexander W. Bergman Gordon Wetzstein DiffM 271 35 0 07 Mar 2023
CLIPTER: Looking at the Bigger Picture in Scene Text RecognitionIEEE International Conference on Computer Vision (ICCV), 2023 Aviad Aberdam David Bensaid Alona Golts Roy Ganz Oren Nuriel Royee Tichauer Shai Mazor Ron Litman VLM CLIP 266 25 0 18 Jan 2023
Transferring General Multimodal Pretrained Models to Text RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Junyang Lin Xuancheng Ren Yichang Zhang Gao Liu Peng Wang An Yang Chang Zhou 120 5 0 19 Dec 2022
Box2Mask: Box-supervised Instance Segmentation via Level-set EvolutionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Wentong Li Wenyu Liu Jianke Zhu Miaomiao Cui Risheng Yu Xia Hua Lei Zhang ISeg 305 53 0 03 Dec 2022
ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text SpottingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Shancheng Fang Zhendong Mao Hongtao Xie Yuxin Wang C. Yan Yongdong Zhang 232 72 0 19 Nov 2022
Reading Chinese in Natural Scenes with a Bag-of-Radicals PriorBritish Machine Vision Conference (BMVC), 2022 Yongbin Liu Liu Qingjie Jiaxin Chen Wang Yunhong 154 1 0 05 Oct 2022
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API PredictionsNeural Information Processing Systems (NeurIPS), 2022 Lingjiao Chen Zhihua Jin Sabri Eyuboglu Christopher Ré Matei A. Zaharia James Zou 175 9 0 18 Sep 2022
Seq-UPS: Sequential Uncertainty-aware Pseudo-label Selection for Semi-Supervised Text RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Gaurav Patel J. Allebach Qiang Qiu UQLM 201 17 0 31 Aug 2022
PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text RecognitionInternational Journal of Computer Vision (IJCV), 2022 Dezhi Peng Lianwen Jin Yuliang Liu Canjie Luo Songxuan Lai AI4TS 137 32 0 29 Jul 2022
Recognition of Handwritten Chinese Text by Segmentation: A Segment-annotation-free ApproachIEEE transactions on multimedia (IEEE TMM), 2022 Dezhi Peng Lianwen Jin Weihong Ma C. Xie Hesuo Zhang Shenggao Zhu Jing Li 204 43 0 29 Jul 2022
Contextual Text Block Detection towards Scene Text UnderstandingEuropean Conference on Computer Vision (ECCV), 2022 Chuhui Xue Jiaxing Huang Shijian Lu Changhu Wang Song Bai 228 10 0 26 Jul 2022
Optimal Boxes: Boosting End-to-End Scene Text Recognition by Adjusting Annotated Bounding Boxes via Reinforcement LearningEuropean Conference on Computer Vision (ECCV), 2022 Jingqun Tang Wenming Qian Luchuan Song Xie Dong Lang Li Xiang Bai 153 22 0 25 Jul 2022
Scene Text Recognition with Permuted Autoregressive Sequence ModelsEuropean Conference on Computer Vision (ECCV), 2022 Darwin Bautista Rowel Atienza 223 222 0 14 Jul 2022
COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated TextsEuropean Conference on Computer Vision (ECCV), 2022 Jeonghun Baek Yusuke Matsui Kiyoharu Aizawa 164 18 0 11 Jul 2022
MaskOCR: Text Recognition with Masked Encoder-Decoder Pretraining Pengyuan Lyu Chengquan Zhang Shanshan Liu Meina Qiao Yangliu Xu Liang Wu Kun Yao Junyu Han Errui Ding Jingdong Wang 437 46 0 01 Jun 2022
Multimodal Semi-Supervised Learning for Text Recognition Aviad Aberdam Roy Ganz Shai Mazor Ron Litman VLM 220 22 0 08 May 2022
SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware NormalizationComputer Vision and Pattern Recognition (CVPR), 2022 Canjie Luo Lianwen Jin Jingdong Chen SSL AI4TS 180 33 0 20 Mar 2022
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text RecognitionComputer Vision and Pattern Recognition (CVPR), 2022 Mingxin Huang Yuliang Liu Zhenghao Peng Chongyu Liu Dahua Lin Shenggao Zhu N. Yuan Kai Ding Lianwen Jin ViT 174 129 0 19 Mar 2022
OmniPrint: A Configurable Printed Character Synthesizer Haozhe Sun Wei-Wei Tu Isabelle M Guyon SyDa 172 7 0 17 Jan 2022
Towards Boosting the Accuracy of Non-Latin Scene Text Recognition Sanjana Gunna Rohit Saluja C. V. Jawahar 129 6 0 10 Jan 2022
Transfer Learning for Scene Text Recognition in Indian Languages Sanjana Gunna Rohit Saluja C. V. Jawahar VLM 199 15 0 10 Jan 2022
Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study Haiyang Yu Jingye Chen Bin Li Jianqi Ma Mengnan Guan Xixi Xu Xiaocong Wang Shaobo Qu Xiangyang Xue 215 68 0 30 Dec 2021
Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2021 Y. He Chen Chen Jing Zhang Juhua Liu Fengxiang He Chaoyue Wang Bo Du 189 59 0 24 Dec 2021
SPTS: Single-Point Text Spotting Dezhi Peng Xinyu Wang Yuliang Liu Jiaxin Zhang Mingxin Huang ... Jing Li Dahua Lin Chunhua Shen Xiang Bai Lianwen Jin ViT 331 73 0 15 Dec 2021
ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text SpottingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Yuliang Liu Chunhua Shen Lianwen Jin Tong He Peng Chen Chongyu Liu Hao Chen 250 161 0 08 May 2021
A Multiplexed Network for End-to-End, Multilingual OCRComputer Vision and Pattern Recognition (CVPR), 2021 Jing Huang Guan Pang Rama Kovvuri Mandy Toh Kevin J. Liang Praveen Krishnan Xi Yin Tal Hassner 148 40 0 29 Mar 2021
What If We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer LabelsComputer Vision and Pattern Recognition (CVPR), 2021 Jeonghun Baek Yusuke Matsui Kiyoharu Aizawa 273 102 0 07 Mar 2021
Efficient Online ML API Selection for Multi-Label Classification TasksInternational Conference on Machine Learning (ICML), 2021 Lingjiao Chen Matei A. Zaharia James Zou 266 21 0 18 Feb 2021